You can purchase new extra-strong 3M double sided adhesive pads online. We use the following model - 3M VHB 5952 pads, 8 pieces, circular pack with 32 mm Diameter, thickness 1.1 mm - but any other similar model should work well.
You can purchase directly from Amazon using this link